Wang Qian, Polimanti Renato, Kranzler Henry R, Farrer Lindsay A, Zhao Hongyu, Gelernter Joel
Program in Computational Biology and Bioinformatics, Yale University, New Haven, CT, USA.
Department of Psychiatry, Yale University School of Medicine, 116A2, 950 Campbell Avenue, West Haven, CT, 06516, USA.
Hum Genet. 2017 Jan;136(1):75-83. doi: 10.1007/s00439-016-1737-8. Epub 2016 Oct 17.
Schizophrenia (SZ) and HIV infection are serious disorders with a complex phenotypic relationship. Observational studies have described their comorbidity; their genetic correlation is not well studied. We performed extensive analysis in search of common genetic factors for SZ and HIV, and their relationship with risky sexual behavior (RSB). Summary statistics from genome-wide association studies of HIV infection and schizophrenia were obtained and 2379 European Americans were genotyped and assessed for RSB score. Genetic relationships between traits were analyzed in three ways: linkage disequilibrium (LD) score regression to estimate genetic correlation; GPA (Genetic analysis incorporating Pleiotropy and Annotation) to test pleiotropy and identify pleiotropic loci; polygenic risk scores (PRS) of SZ and HIV to predict RSB using linear regression. We found significant pleiotropy (p = 5.31E - 28) and a positive genetic correlation (cor = 0.17, p = 0.002) for SZ and HIV infection. Pleiotropic SNPs with opposite effect directions (antagonistic) and SNPs with the same effect direction (synergistic) were enriched for distinctly different biological functions. SZ PRS computed with antagonistically pleiotropic SNPs consistently predicted RSB score with nominal significance, but SZ PRS based on either synergistically pleiotropic SNPs or all SNPs did not predict RSB. The epidemiologic correlation between schizophrenia and HIV can partly be explained by overlapping genetic risk factors, which are related to risky sexual behavior.
精神分裂症(SZ)和HIV感染是具有复杂表型关系的严重疾病。观察性研究已经描述了它们的共病情况;它们的遗传相关性尚未得到充分研究。我们进行了广泛分析,以寻找SZ和HIV的共同遗传因素,以及它们与危险性行为(RSB)的关系。我们获取了HIV感染和精神分裂症全基因组关联研究的汇总统计数据,并对2379名欧裔美国人进行基因分型并评估其RSB得分。通过三种方式分析性状之间的遗传关系:连锁不平衡(LD)评分回归以估计遗传相关性;GPA(纳入多效性和注释的遗传分析)以测试多效性并识别多效性位点;使用线性回归,通过SZ和HIV的多基因风险评分(PRS)来预测RSB。我们发现SZ和HIV感染存在显著的多效性(p = 5.31E - 28)和正遗传相关性(cor = 0.17,p = 0.002)。具有相反效应方向的多效性单核苷酸多态性(拮抗)和具有相同效应方向的单核苷酸多态性(协同)富含明显不同的生物学功能。用拮抗多效性单核苷酸多态性计算的SZ PRS始终能以名义显著性预测RSB得分,但基于协同多效性单核苷酸多态性或所有单核苷酸多态性的SZ PRS均不能预测RSB。精神分裂症和HIV之间的流行病学相关性部分可由与危险性行为相关的重叠遗传风险因素来解释。